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Survey of emotion recognition methods using EEG information
16 references·0 citing·42 second hopsampled
Survey of emotion recognition methods using EEG information (2022)Survey of emotion recognition methods usi…EEG-Based Emotion Recognition via Channel-Wise Attention and Self Attention (2020)EEG-Based Emotion Recognition…EEG-Based Emotion Recognition Using Regularized Graph Neural Networks (2020)EEG-Based Emotion Recognition…Employing PCA and t-statistical approach for feature extraction and classification of emotion from multichannel EEG signal (2019)Employing PCA and t-statistic…A Multi-Column CNN Model for Emotion Recognition from EEG Signals (2019)A Multi-Column CNN Model for …Using Deep and Convolutional Neural Networks for Accurate Emotion Classification on DEAP Data (2017)Using Deep and Convolutional …Hierarchical Convolutional Neural Networks for EEG-Based Emotion Recognition (2017)Hierarchical Convolutional Ne…Emotions Recognition Using EEG Signals: A Survey (2017)Emotions Recognition Using EE…Recognition of emotions using multimodal physiological signals and an ensemble deep learning model (2016)Recognition of emotions using…Regional brain wave activity changes associated with fatigue (2012)Regional brain wave activity …DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)DEAP: A Database for Emotion …Emotion Recognition from Brain Signals Using Hybrid Adaptive Filtering and Higher Order Crossings Analysis (2010)Emotion Recognition from Brai…Affect Detection: An Interdisciplinary Review of Models, Methods, and Their Applications (2010)Affect Detection: An Interdis…Emotion classification based on gamma-band EEG (2009)Emotion classification based …Affective computing: challenges (2003)Affective computing: challeng…Toward machine emotional intelligence: analysis of affective physiological state (2001)Toward machine emotional inte…Evaluating scaled windowed variance methods for estimating the Hurst coefficient of time series (1997)Evaluating scaled windowed va…A circumplex model of affect. 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(1872)A Coefficient of Agreement for Nominal Scales (1960)Emotion And Adaptation (1991)Identifying Stable Patterns over Time for Emotion Recognition from EEG (2017)EmotionMeter: A Multimodal Framework for Recognizing Human Emotions (2018)Facial Expression Analysis under Partial Occlusion (2018)The James-Lange Theory of Emotions: A Critical Examination and an Alternative Theory (1927)Acoustic profiles in vocal emotion expression. 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References

  • 2011DEAP: A Database for Emotion Analysis ;Using Physiological Signals5,082 cited
  • 2001Toward machine emotional intelligence: analysis of affective physiological state2,334 cited
  • 2010Affect Detection: An Interdisciplinary Review of Models, Methods, and Their Applications1,892 cited
  • 2017Emotions Recognition Using EEG Signals: A Survey1,199 cited
  • 2003Affective computing: challenges978 cited
  • 2020EEG-Based Emotion Recognition Using Regularized Graph Neural Networks914 cited
  • 2020EEG-Based Emotion Recognition via Channel-Wise Attention and Self Attention588 cited
  • 2016Recognition of emotions using multimodal physiological signals and an ensemble deep learning model416 cited
  • 2009Emotion classification based on gamma-band EEG413 cited
  • 2012Regional brain wave activity changes associated with fatigue361 cited
  • 2017Hierarchical Convolutional Neural Networks for EEG-Based Emotion Recognition337 cited
  • 2010Emotion Recognition from Brain Signals Using Hybrid Adaptive Filtering and Higher Order Crossings Analysis260 cited
  • 2017Using Deep and Convolutional Neural Networks for Accurate Emotion Classification on DEAP Data235 cited
  • 1997Evaluating scaled windowed variance methods for estimating the Hurst coefficient of time series230 cited

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  • 2019A Multi-Column CNN Model for Emotion Recognition from EEG Signals177 cited
  • 2019Employing PCA and t-statistical approach for feature extraction and classification of emotion from multichannel EEG signal175 cited
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